LLM API Providers Leaderboard - Comparison of over 500 AI Model endpoints
Comparison of API provider performance across over 500 AI Model endpoints, including from OpenAI, Google, DeepSeek and others, across performance key metrics including price, output speed, latency, context window and more.
For more details including relating to our methodology, see our FAQs.
Further Analysis | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
 Amazon Bedrock |  Claude Opus 5 (max) | 1M | Proprietary | 61 | $2.34 | 52 | 59.37 | 68.98 | -- | |
| Anthropic | Claude Opus 5 (max) | 1M | Proprietary | 61 | $2.34 | 54 | 92.02 | 101.34 | -- | |
 Google | Claude Opus 5 (max) | 1M | Proprietary | 61 | $2.34 | 54 | 68.75 | 78.07 | -- | |
| Anthropic | Claude Opus 5 (xhigh) | 1M | Proprietary | 60 | $1.80 | 52 | 33.85 | 43.47 | -- | |
| Google | Claude Opus 5 (xhigh) | 1M | Proprietary | 60 | $1.80 | 53 | 31.96 | 41.48 | -- | |
| Amazon Bedrock | Claude Opus 5 (xhigh) | 1M | Proprietary | 60 | $1.80 | 52 | 37.79 | 47.35 | -- | |
| Anthropic | Claude Fable 5 (with fallback) | 1M | Proprietary | 60 | $3.15 | 66 | 89.02 | 96.58 | -- | |
| Google | Claude Fable 5 (with fallback) | 1M | Proprietary | 60 | $3.33 | 72 | 77.06 | 84.05 | -- | |
 Microsoft Azure | Claude Fable 5 (with fallback) | 1M | Proprietary | 60 | $10.17 | 67 | 100.32 | 107.75 | -- | |
| Amazon Bedrock |  GPT-5.6 Sol (max) | 262k | Proprietary | 59 | $1.67 | 112 | 87.46 | 91.92 | -- | |
| OpenAI | GPT-5.6 Sol (max) | 1M | Proprietary | 59 | $1.86 | 63 | 133.04 | 140.92 | -- | |
| Anthropic | Claude Opus 5 (high) | 1M | Proprietary | 59 | $1.23 | 53 | 15.97 | 25.41 | -- | |
| Google | Claude Opus 5 (high) | 1M | Proprietary | 59 | $1.23 | 53 | 15.32 | 24.69 | -- | |
| Amazon Bedrock | Claude Opus 5 (high) | 1M | Proprietary | 59 | $1.23 | 53 | 18.31 | 27.69 | -- | |
| OpenAI | GPT-5.6 Sol (xhigh) | 1M | Proprietary | 58 | $1.17 | 60 | 48.54 | 56.89 | -- | |
 Kimi | Kimi K3 (max) | 1.05M | Open | 57 | $0.86 | 35 | 3.94 | 75.56 | 57.30 | |
 Fireworks | Kimi K3 (max) | 1.05M | Open | 57 | $0.91 | 164 | 1.13 | 16.39 | 12.21 | |
 Modal | Kimi K3 (max) | 1.05M | Open | 57 | $1.27 | 106 | 1.59 | 25.25 | 18.93 | |
 Together AI | Kimi K3 (max) | 1M | Open | 57 | $1.29 | 32 | 1.14 | 78.80 | 62.13 | |
 DigitalOcean | Kimi K3 (max) | 1.05M | Open | 57 | $1.03 | 32 | 2.34 | 79.93 | 62.07 | |
 Parasail | Kimi K3 (max) | 1.05M | Open | 57 | $0.80 | 59 | 2.31 | 44.81 | 34.01 | |
 Makora | Kimi K3 (max) | 1.05M | Open | 57 | $0.67 | 137 | 1.39 | 19.62 | 14.58 | |
 Nebius | Kimi K3 (max) | 1.05M | Open | 57 | $3.18 | 83 | 1.68 | 31.66 | 23.98 | |
 Databricks | Kimi K3 (max) | 205k | Open | 57 | $0.81 | 127 | 1.41 | 21.04 | 15.70 | |
 Wafer | Kimi K3 (max) (FAST) | 1M | Open | 57 | $1.30 | 172 | 1.25 | 15.79 | 11.63 | |
| Anthropic | Claude Opus 5 (medium) | 1M | Proprietary | 56 | $0.72 | 53 | 6.59 | 16.04 | -- | |
| Amazon Bedrock | Claude Opus 5 (medium) | 1M | Proprietary | 56 | $0.72 | 51 | 7.77 | 17.57 | -- | |
| Google | Claude Opus 5 (medium) | 1M | Proprietary | 56 | $0.72 | 53 | 3.69 | 13.19 | -- | |
| OpenAI | GPT-5.6 Sol (high) | 1M | Proprietary | 56 | $0.77 | 57 | 12.49 | 21.30 | -- | |
| OpenAI | GPT-5.6 Terra (max) | 1M | Proprietary | 55 | $0.73 | 126 | 164.36 | 168.34 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (max) | 262k | Proprietary | 55 | $0.98 | 155 | 163.86 | 167.08 | -- | |
 SpaceXAI | Grok 4.5 (high) | 500k | Proprietary | 54 | $0.44 | 56 | 8.01 | 16.87 | -- | |
| OpenAI | GPT-5.6 Sol (medium) | 1M | Proprietary | 54 | $0.51 | 55 | 4.57 | 13.62 | -- | |
| Google | Claude Sonnet 5 (max) | 1M | Proprietary | 53 | $2.22 | 81 | 160.81 | 167.00 | -- | |
| Microsoft Azure | Claude Sonnet 5 (max) | 1M | Proprietary | 53 | $1.64 | 73 | 230.69 | 237.55 | -- | |
| Anthropic | Claude Sonnet 5 (max) | 1M | Proprietary | 53 | $1.72 | 74 | 188.06 | 194.80 | -- | |
| Amazon Bedrock | Claude Sonnet 5 (max) | 1M | Proprietary | 53 | $1.96 | 78 | 201.38 | 207.79 | -- | |
| OpenAI | GPT-5.6 Terra (xhigh) | 1M | Proprietary | 52 | $0.43 | 109 | 22.12 | 26.70 | -- | |
| OpenAI | GPT-5.6 Luna (max) | 1M | Proprietary | 51 | $0.07 | 172 | 121.89 | 124.80 | -- | |
| Amazon Bedrock | GPT-5.6 Luna (max) | 262k | Proprietary | 51 | $0.34 | 223 | 102.87 | 105.12 | -- | |
| Wafer |  GLM-5.2 (max) | 205k | Open | 51 | $0.36 | 169 | 5.77 | 20.57 | 11.84 | |
 FriendliAI | GLM-5.2 (max) | 1M | Open | 51 | $0.42 | 239 | 1.52 | 12.00 | 8.38 | |
| Makora | GLM-5.2 (max) (NVFP4) | 1M | Open | 51 | $0.51 | 146 | 0.88 | 18.04 | 13.73 | |
 Novita | GLM-5.2 (max) (FP8) | 1.05M | Open | 51 | $0.42 | 41 | 2.42 | 63.29 | 48.70 | |
 Baseten | GLM-5.2 (max) | 261k | Open | 51 | $0.58 | 121 | 1.54 | 22.26 | 16.58 | |
| Parasail | GLM-5.2 (max) (NVFP4) | 1M | Open | 51 | -- | 221 | 1.24 | 12.56 | 9.06 | |
 CoreWeave | GLM-5.2 (max) | 262k | Open | 51 | -- | 97 | 1.36 | 27.03 | 20.54 | |
 DeepInfra | GLM-5.2 (max) (FP4) | 1.05M | Open | 51 | -- | 43 | 1.31 | 59.50 | 46.55 | |
| Nebius | GLM-5.2 (max) (FP4) | 432k | Open | 51 | $1.06 | 305 | 1.13 | 9.33 | 6.56 | |
 Blackbox AI | GLM-5.2 (max) | 1.05M | Open | 51 | $0.44 | 438 | 1.85 | 7.55 | 4.56 | |
| Databricks | GLM-5.2 (max) | 1M | Open | 51 | -- | 384 | 0.98 | 7.49 | 5.21 | |
 Scaleway | GLM-5.2 (max) | 262k | Open | 51 | $1.57 | 61 | 1.95 | 42.88 | 32.75 | |
| Fireworks | GLM-5.2 (max) | 1M | Open | 51 | -- | 74 | 1.23 | 35.12 | 27.11 | |
 GMI | GLM-5.2 (max) (FP8) | 1.05M | Open | 51 | -- | -- | -- | -- | -- | |
 SiliconFlow | GLM-5.2 (max) (FP8) | 1.05M | Open | 51 | $0.65 | 57 | 1.72 | 45.26 | 34.84 | |
 Meta | Muse Spark 1.1 (xhigh) | 1.05M | Proprietary | 51 | $0.29 | 105 | 2.70 | 26.53 | 19.07 | |
| Anthropic | Claude Opus 5 (low) | 1M | Proprietary | 51 | $0.43 | 51 | 3.02 | 12.89 | -- | |
| Amazon Bedrock | Claude Opus 5 (low) | 1M | Proprietary | 51 | $0.43 | 51 | 3.83 | 13.60 | -- | |
| Google | Claude Opus 5 (low) | 1M | Proprietary | 51 | $0.43 | 55 | 2.82 | 11.86 | -- | |
| Google | Gemini 3.5 Flash AI Studio | 1M | Proprietary | 50 | $0.69 | 171 | 24.33 | 27.25 | -- | |
| Google | Gemini 3.6 Flash AI Studio | 1M | Proprietary | 50 | $0.56 | 220 | 15.11 | 17.39 | -- | |
 DeepSeek | DeepSeek V4 Flash 0731 (max) | 1M | Open | 50 | $0.03 | -- | -- | -- | -- | |
| OpenAI | GPT-5.6 Sol (low) | 1M | Proprietary | 49 | $0.31 | 56 | 2.90 | 11.79 | -- | |
| OpenAI | GPT-5.6 Luna (xhigh) | 1M | Proprietary | 49 | $0.04 | 174 | 37.90 | 40.77 | -- | |
| OpenAI | GPT-5.6 Terra (high) | 1M | Proprietary | 49 | $0.30 | 105 | 2.01 | 6.78 | -- | |
| Kimi | Kimi K3 (low) | 1.05M | Open | 47 | $0.24 | 33 | 4.77 | 80.13 | 60.29 | |
| Google | Gemini 3.1 Pro Preview (AI Studio) | 1M | Proprietary | 46 | $0.34 | 122 | 24.79 | 28.88 | -- | |
| Google | Gemini 3.1 Pro Preview (Vertex) | 1M | Proprietary | 46 | $0.43 | 130 | 22.01 | 25.85 | -- | |
| OpenAI | GPT-5.6 Luna (high) | 1M | Proprietary | 46 | $0.03 | 162 | 8.87 | 11.95 | -- | |
 Alibaba Cloud | Qwen3.7 Max | 991k | Proprietary | 46 | $1.28 | 199 | 2.45 | 17.06 | 12.10 | |
| GMI | Qwen3.7 Max (FP8) | 262k | Proprietary | 46 | -- | -- | -- | -- | -- | |
| Novita | Qwen3.7 Max | 1M | Proprietary | 46 | $0.65 | 51 | 2.14 | 58.86 | 46.97 | |
| OpenAI | GPT-5.6 Terra (medium) | 1M | Proprietary | 46 | $0.16 | 101 | 1.75 | 6.71 | -- | |
| Google | Gemini 3.5 Flash (medium) | 1M | Proprietary | 45* | -- | 158 | 17.32 | 20.47 | -- | |
| Parasail |  MiniMax-M3 (MXFP8) | 1M | Open | 44 | $0.18 | 66 | 1.35 | 39.50 | 30.51 | |
| CoreWeave | MiniMax-M3 | 262k | Open | 44 | $0.11 | 286 | 1.16 | 9.91 | 7.00 | |
| Together AI | MiniMax-M3 | 1M | Open | 44 | $0.20 | 71 | 0.88 | 36.22 | 28.27 | |
| Novita | MiniMax-M3 | 1M | Open | 44 | $0.13 | 84 | 1.64 | 31.28 | 23.71 | |
| DeepInfra | MiniMax-M3 | 524k | Open | 44 | $0.13 | 31 | 1.27 | 81.20 | 63.95 | |
| Nebius | MiniMax-M3 (FP8) | 1.05M | Open | 44 | $0.45 | 183 | 1.98 | 15.61 | 10.91 | |
| SiliconFlow | MiniMax-M3 (FP8) | 1M | Open | 44 | $0.12 | 89 | 1.45 | 29.66 | 22.56 | |
| MiniMax | MiniMax-M3 | 512k | Open | 44 | $0.14 | 70 | 1.32 | 36.94 | 28.50 | |
| GMI | MiniMax-M3 | 1.05M | Open | 44 | -- | -- | -- | -- | -- | |
| DeepInfra | DeepSeek V4 Pro (max) (FP4) | 1.05M | Open | 44 | $0.31 | 55 | 1.17 | 90.04 | 79.75 | |
| Microsoft Azure | DeepSeek V4 Pro (max) | 1M | Open | 44 | $0.90 | 91 | 1.47 | 54.93 | 47.98 | |
| Novita | DeepSeek V4 Pro (max) | 1.05M | Open | 44 | $0.23 | 57 | 1.90 | 87.73 | 77.03 | |
| Makora | DeepSeek V4 Pro (max) | 1M | Open | 44 | $0.76 | 205 | 0.92 | 24.70 | 21.34 | |
| SiliconFlow | DeepSeek V4 Pro (max) (FP8) | 1.05M | Open | 44 | $0.43 | 49 | 1.78 | 101.51 | 89.50 | |
| GMI | DeepSeek V4 Pro (max) | 1.05M | Open | 44 | -- | -- | -- | -- | -- | |
| Fireworks | DeepSeek V4 Pro (max) | 1.05M | Open | 44 | $0.90 | 65 | 2.66 | 77.10 | 66.80 | |
| DeepSeek | DeepSeek V4 Pro (max) | 1M | Open | 44 | $0.05 | 62 | 1.79 | 80.40 | 70.55 | |
| OpenAI | GPT-5.3 Codex (xhigh) | 400k | Proprietary | 44* | -- | 114 | 75.33 | 79.73 | -- | |
| DeepInfra | DeepSeek V4 Pro (high) (FP4) | 65.5k | Open | 43 | $0.30 | 58 | 1.19 | 43.98 | 34.21 | |
| Fireworks | DeepSeek V4 Pro (high) | 1.05M | Open | 43 | $0.94 | 71 | 2.72 | 37.74 | 27.99 | |
| Microsoft Azure | DeepSeek V4 Pro (high) | 1M | Open | 43 | $0.94 | 87 | 1.61 | 30.38 | 22.99 | |
| DeepSeek | DeepSeek V4 Pro (high) | 1M | Open | 43 | $0.04 | 58 | 1.67 | 44.63 | 34.34 | |
| SiliconFlow | DeepSeek V4 Pro (high) (FP8) | 1.05M | Open | 43 | $0.42 | 51 | 1.80 | 50.90 | 39.24 | |
| Makora | DeepSeek V4 Pro (high) | 1M | Open | 43 | $0.78 | 174 | 0.94 | 15.29 | 11.48 | |
| Novita | DeepSeek V4 Pro (high) | 1.05M | Open | 43 | $0.20 | 55 | 1.71 | 46.67 | 35.94 | |
| Baseten | DeepSeek V4 Pro (high) | 131k | Open | 43 | $0.68 | 120 | 0.97 | 21.79 | 16.64 | |
| Novita |  MiMo-V2.5-Pro | 1.05M | Open | 42 | $0.05 | 50 | 1.83 | 51.84 | 40.01 | |
| GMI | MiMo-V2.5-Pro | 1.05M | Open | 42 | -- | -- | -- | -- | -- | |
| DeepInfra | MiMo-V2.5-Pro | 65.5k | Open | 42 | $0.24 | 104 | 0.74 | 24.87 | 19.30 | |
| Xiaomi | MiMo-V2.5-Pro | 1M | Open | 42 | $0.05 | 49 | 2.94 | 53.53 | 40.47 | |
| Nebius | Kimi K2.7 Code (FP4) | 256k | Open | 42 | $0.64 | 231 | 1.84 | 13.66 | 9.66 | |
| GMI | Kimi K2.7 Code (FP8) | 65.5k | Open | 42 | $0.48 | 46 | 5.27 | 64.17 | 48.11 | |
| CoreWeave | Kimi K2.7 Code | 262k | Open | 42 | $0.28 | 305 | 1.15 | 10.10 | 7.31 | |
| Parasail | Kimi K2.7 Code | 262k | Open | 42 | $0.18 | 74 | 1.49 | 38.34 | 30.10 | |
| Together AI | Kimi K2.7 Code | 262k | Open | 42 | $0.30 | 249 | 0.54 | 11.52 | 8.96 | |
| Novita | Kimi K2.7 Code | 262k | Open | 42 | $0.22 | 44 | 3.41 | 65.19 | 50.46 | |
 Crusoe | Kimi K2.7 Code (NVFP4) | 262k | Open | 42 | $0.21 | 445 | 0.63 | 6.77 | 5.01 | |
| Databricks | Kimi K2.7 Code | 262k | Open | 42 | $0.20 | 105 | 0.94 | 26.87 | 21.18 | |
| DeepInfra | Kimi K2.7 Code | 262k | Open | 42 | $0.18 | 60 | 0.81 | 46.30 | 37.16 | |
| Kimi | Kimi K2.7 Code | 256k | Open | 42 | $0.22 | 50 | 2.82 | 57.59 | 44.73 | |
| Anthropic | Claude Sonnet 5 (Non-reasoning) | 1M | Proprietary | 42 | $0.42 | 64 | 1.45 | 9.25 | -- | |
| Amazon Bedrock | Claude Sonnet 5 (Non-reasoning) | 1M | Proprietary | 42 | $0.62 | 65 | 1.97 | 9.63 | -- | |
| Databricks | Claude Sonnet 5 (Non-reasoning) | 524k | Proprietary | 42 | $0.48 | 67 | 2.03 | 9.45 | -- | |
| SiliconFlow |  Hy3 (FP8) | 256k | Open | 41 | $0.03 | 74 | 2.87 | 36.68 | 27.05 | |
| Novita | Hy3 | 262k | Open | 41 | $0.04 | 69 | 2.78 | 39.26 | 29.19 | |
| DeepInfra | Hy3 (FP8) | 262k | Open | 41 | $0.04 | 62 | 0.86 | 41.10 | 32.19 | |
| GMI | Hy3 | 262k | Open | 41 | $0.03 | 80 | 3.08 | 34.50 | 25.13 | |
| OpenAI | GPT-5.6 Sol (Non-reasoning) | 1M | Proprietary | 41 | $0.32 | 53 | 0.99 | 10.47 | -- | |
| Amazon Bedrock | GPT-5.6 Sol (Non-reasoning) | 262k | Proprietary | 41 | $0.30 | 92 | 3.63 | 9.06 | -- | |
| SiliconFlow |  Nex-N2-Pro (FP8) | 262k | Open | 41 | -- | 127 | 1.63 | 21.32 | 15.75 | |
| DeepInfra |  Inkling (FP8) | 131k | Open | 41 | $0.45 | 226 | 1.03 | 12.08 | 8.84 | |
| Together AI | Inkling | 524k | Open | 41 | $0.61 | 100 | 0.63 | 25.67 | 20.03 | |
| Thinking Machines | Inkling | 262k | Open | 41 | -- | 86 | 1.87 | 31.04 | 23.34 | |
| OpenAI | GPT-5.6 Terra (low) | 1M | Proprietary | 40 | $0.13 | 99 | 1.64 | 6.68 | -- | |
| Thinking Machines | Inkling Small | 256k | Open | 40 | $0.07 | 95 | 1.67 | 27.96 | 21.04 | |
| Alibaba Cloud | Qwen3.6 Plus | 1M | Proprietary | 40 | $0.36 | 55 | 2.31 | 111.71 | 100.36 | |
| Alibaba Cloud | Qwen3.7 Plus | 1M | Proprietary | 39 | $0.23 | 53 | 2.61 | 49.45 | 37.47 | |
 Agnes (NG) | Agnes 2.5 Pro Alpha | 1M | Proprietary | 39 | -- | 126 | 2.42 | 22.18 | 15.82 | |
| OpenAI | GPT-5.6 Luna (medium) | 1M | Proprietary | 38 | $0.02 | 163 | 2.27 | 5.34 | -- | |
| CoreWeave |  Nemotron 3 Ultra | 262k | Open | 38 | $0.16 | 221 | 1.13 | 13.72 | 10.32 | |
| GMI | Nemotron 3 Ultra | 262k | Open | 38 | -- | -- | -- | -- | -- | |
| Together AI | Nemotron 3 Ultra | 512k | Open | 38 | $0.40 | 156 | 0.72 | 18.47 | 14.55 | |
| DeepInfra | Nemotron 3 Ultra | 262k | Open | 38 | -- | 90 | 4.46 | 35.26 | 25.25 | |
| DeepInfra | Nemotron 3 Ultra BF16 | 262k | Open | 38 | -- | 96 | 5.32 | 34.38 | 23.82 | |
| Nebius | Nemotron 3 Ultra | 256k | Open | 38 | $0.59 | 326 | 2.29 | 10.80 | 6.98 | |
 Lightning AI | Nemotron 3 Ultra | 262k | Open | 38 | $0.24 | 78 | 1.26 | 36.80 | 29.14 | |
| Blackbox AI | Nemotron 3 Ultra | 262k | Open | 38 | $0.22 | 444 | 1.18 | 7.44 | 5.13 | |
| Novita | MiMo-V2.5 | 1.05M | Open | 37 | $0.01 | 100 | 2.05 | 27.03 | 19.99 | |
| Parasail | MiMo-V2.5 | 1M | Open | 37 | $0.04 | 68 | 1.41 | 38.33 | 29.54 | |
| DeepInfra | MiMo-V2.5 | 262k | Open | 37 | -- | 29 | 1.35 | 87.88 | 69.23 | |
| GMI | MiMo-V2.5 | 1.05M | Open | 37 | $0.02 | -- | -- | -- | -- | |
| Xiaomi | MiMo-V2.5 | 1M | Open | 37 | $0.01 | 74 | 3.03 | 36.65 | 26.90 | |
| DeepInfra | Qwen3.6 27B FP8 | 262k | Open | 37 | $0.19 | 44 | 1.46 | 142.42 | 129.55 | |
 Groq | Qwen3.6 27B | 131k | Open | 37 | $0.28 | 464 | 1.03 | 14.34 | 12.23 | |
| Novita | Qwen3.6 27B | 262k | Open | 37 | $0.29 | 54 | 2.86 | 117.29 | 105.17 | |
| Alibaba Cloud | Qwen3.6 27B | 262k | Open | 37 | $0.29 | 55 | 3.84 | 115.27 | 102.41 | |
| SiliconFlow | Qwen3.6 27B (FP8) | 262k | Open | 37 | $0.19 | 42 | 3.43 | 150.17 | 134.86 | |
| Google | Gemini 3.5 Flash-Lite AI Studio | 1M | Proprietary | 36 | $0.10 | 360 | 8.07 | 9.46 | -- | |
| Amazon Bedrock | Grok 4.3 (medium) | 524k | Proprietary | 36* | -- | 179 | 6.62 | 9.42 | -- | |
| Microsoft Azure | Grok 4.3 (medium) | 200k | Proprietary | 36* | -- | 112 | 11.19 | 15.64 | -- | |
| SpaceXAI | Grok 4.3 (medium) | 1M | Proprietary | 36* | -- | 133 | 9.84 | 13.60 | -- | |
| Amazon Bedrock | Grok 4.3 (low) | 524k | Proprietary | 35* | -- | 167 | 3.47 | 6.47 | -- | |
| Microsoft Azure | Grok 4.3 (low) | 200k | Proprietary | 35* | -- | 112 | 6.26 | 10.71 | -- | |
| SpaceXAI | Grok 4.3 (low) | 1M | Proprietary | 35* | -- | 135 | 4.69 | 8.40 | -- | |
| Google | Gemini 3.5 Flash (minimal) AI Studio | 1M | Proprietary | 35* | -- | 153 | 1.00 | 4.27 | -- | |
 Clarifai | Kimi K2.6 | 262k | Open | 35* | -- | -- | -- | -- | -- | |
| Together AI | Kimi K2.6 (FP4) | 262k | Open | 35* | -- | 378 | 0.58 | 1.91 | -- | |
| SiliconFlow | Kimi K2.6 (FP8) | 262k | Open | 35* | -- | 38 | 1.81 | 14.81 | -- | |
| Fireworks | Kimi K2.6 | 262k | Open | 35* | -- | 64 | 1.19 | 9.03 | -- | |
| Parasail | Kimi K2.6 (INT4) | 262k | Open | 35* | -- | 89 | 1.37 | 6.97 | -- | |
| DeepInfra | Kimi K2.6 (FP4) | 262k | Open | 35* | -- | 50 | 0.86 | 10.81 | -- | |
| CoreWeave | Kimi K2.6 | 262k | Open | 35* | -- | 217 | 1.18 | 3.48 | -- | |
| Microsoft Azure | Kimi K2.6 | 262k | Open | 35* | -- | 164 | 1.41 | 4.45 | -- | |
| Crusoe | Kimi K2.6 (NVFP4) | 262k | Open | 35* | -- | -- | -- | -- | -- | |
| Kimi | Kimi K2.6 | 256k | Open | 35* | -- | 43 | 2.81 | 14.42 | -- | |
| Nebius | Kimi K2.6 | 262k | Open | 35* | -- | 196 | 1.97 | 4.52 | -- | |
| Novita | Kimi K2.6 | 262k | Open | 35* | -- | 43 | 2.10 | 13.69 | -- | |
| Anthropic | Claude Sonnet 4.6 (Non-reasoning, Low Effort) | 1M | Proprietary | 34* | -- | 43 | 1.33 | 12.92 | -- | |
| Nebius | GLM-5.2 (FP4) | 432k | Open | 34 | -- | 265 | 1.39 | 3.27 | -- | |
| Scaleway | GLM-5.2 | 262k | Open | 34 | -- | 43 | 1.86 | 13.50 | -- | |
| Wafer | GLM-5.2 | 205k | Open | 34 | -- | 190 | 6.10 | 8.73 | -- | |
| SiliconFlow | GLM-5.2 (FP8) | 1.05M | Open | 34 | -- | 54 | 2.17 | 11.40 | -- | |
| OpenAI | GPT-5.6 Terra (Non-reasoning) | 1M | Proprietary | 34 | $0.15 | 106 | 0.79 | 5.51 | -- | |
| Amazon Bedrock | GPT-5.6 Terra (Non-reasoning) | 262k | Proprietary | 34 | $0.20 | 128 | 0.74 | 4.64 | -- | |
| Novita |  KAT-Coder-Pro V2 | 256k | Proprietary | 34 | -- | 104 | 1.57 | 6.39 | -- | |
 StreamLake | KAT-Coder-Pro V2 | 256k | Proprietary | 34 | -- | -- | -- | -- | -- | |
| Clarifai | Qwen3.5 397B A17B | 256k | Open | 34 | $0.36 | -- | -- | -- | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | 34 | $0.36 | 68 | 2.40 | 56.95 | 47.15 | |
| Wafer | Qwen3.5 397B A17B | 262k | Open | 34 | $0.26 | 69 | 2.15 | 55.75 | 46.33 | |
| Parasail | Qwen3.5 397B A17B | 262k | Open | 34 | $0.24 | 72 | 1.10 | 52.27 | 44.23 | |
| SiliconFlow | Qwen3.5 397B A17B (FP8) | 262k | Open | 34 | $0.23 | 98 | 2.37 | 39.88 | 32.42 | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | 34 | $0.19 | 38 | 0.87 | 98.46 | 84.35 | |
| DigitalOcean | Qwen3.5 397B A17B | 262k | Open | 34 | $0.13 | 9 | 1.50 | 398.13 | 342.82 | |
| GMI | Qwen3.5 397B A17B (FP8) | 262k | Open | 34 | $0.36 | -- | -- | -- | -- | |
| Nebius | Qwen3.5 397B A17B (Base, FP4) | 262k | Open | 34 | $0.36 | 91 | 2.02 | 42.38 | 34.88 | |
| Novita | Qwen3.5 397B A17B | 262k | Open | 34 | $0.36 | 67 | 1.85 | 57.20 | 47.84 | |
| GMI | Hy3-preview | 262k | Open | 34* | -- | -- | -- | -- | -- | |
| SiliconFlow | Hy3-preview | 256k | Open | 34* | -- | 115 | 3.29 | 24.96 | 17.34 | |
| SiliconFlow |  LongCat 2.0 (FP8) | 1M | Open | 33 | $0.12 | 43 | 2.69 | 61.31 | 46.89 | |
| OpenAI | GPT-5.6 Luna (low) | 1M | Proprietary | 33 | $0.01 | 155 | 2.00 | 5.22 | -- | |
| SiliconFlow | Qwen3.5 122B A10B (FP8) | 262k | Open | 32 | $0.17 | 52 | 2.07 | 50.55 | 38.78 | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | 32 | $0.12 | 60 | 10.31 | 52.16 | 33.48 | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | 32 | $0.26 | 136 | 2.37 | 20.70 | 14.66 | |
| GMI | Qwen3.5 122B A10B (FP8) | 262k | Open | 32 | $0.26 | -- | -- | -- | -- | |
| Novita | Qwen3.5 122B A10B | 262k | Open | 32 | $0.26 | 97 | 1.91 | 27.60 | 20.55 | |
| Wafer | Qwen3.5 397B A17B | 262k | Open | 32* | -- | 64 | 2.16 | 9.94 | -- | |
| DeepInfra | Qwen3.5 397B A17B (FP8) | 262k | Open | 32* | -- | 37 | 0.92 | 14.34 | -- | |
| Alibaba Cloud | Qwen3.5 397B A17B | 262k | Open | 32* | -- | 66 | 2.36 | 9.95 | -- | |
| Nebius | Qwen3.5 397B A17B (Base, FP4) | 262k | Open | 32* | -- | 91 | 2.10 | 7.61 | -- | |
| DigitalOcean | Qwen3.5 397B A17B | 262k | Open | 32* | -- | 12 | 130.53 | 172.21 | -- | |
| Novita | Qwen3.5 397B A17B | 262k | Open | 32* | -- | 64 | 1.83 | 9.67 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B | 229k | Open | 32 | $0.19 | 143 | 2.25 | 43.59 | 37.83 | |
| SiliconFlow | Qwen3.6 35B A3B (FP8) | 262k | Open | 32 | $0.17 | 75 | 2.15 | 81.24 | 72.38 | |
| Scaleway | Qwen3.6 35B A3B | 262k | Open | 32 | $0.23 | 106 | 1.09 | 56.75 | 50.93 | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | 32 | $0.09 | 44 | 0.63 | 133.94 | 122.00 | |
| Clarifai | Qwen3.6 35B A3B (FP8) | 262k | Open | 32 | $0.47 | -- | -- | -- | -- | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | 32 | $0.19 | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B | 262k | Open | 32 | $0.21 | 90 | 1.51 | 66.68 | 59.64 | |
| Novita | Qwen3.6 35B A3B | 205k | Open | 32 | $0.19 | 142 | 1.40 | 42.88 | 37.96 | |
| Microsoft Azure | DeepSeek V4 Pro | 1M | Open | 31* | -- | 94 | 1.74 | 7.06 | -- | |
| Makora | DeepSeek V4 Pro | 1M | Open | 31* | -- | 182 | 1.01 | 3.77 | -- | |
| DeepSeek | DeepSeek V4 Pro | 1M | Open | 31* | -- | 62 | 1.62 | 9.73 | -- | |
| Alibaba Cloud | Qwen3.5 Omni Plus | 256k | Proprietary | 31* | -- | 53 | 2.39 | 11.83 | -- | |
 InclusionAI | Ring-2.6-1T | 262k | Open | 31 | $0.37 | 126 | 3.33 | 23.24 | 15.93 | |
| Groq | Qwen3.6 27B | 131k | Open | 30 | $0.39 | 459 | 1.03 | 2.12 | -- | |
| DeepInfra | Qwen3.6 27B FP8 | 262k | Open | 30 | $0.23 | 37 | 1.20 | 14.64 | -- | |
| Alibaba Cloud | Qwen3.6 27B | 262k | Open | 30 | $0.40 | 58 | 3.78 | 12.47 | -- | |
| Novita | Qwen3.6 27B | 262k | Open | 30 | $0.40 | 58 | 77.87 | 86.52 | -- | |
| Microsoft Azure | o3 | 200k | Proprietary | 30* | -- | 108 | 29.50 | 34.15 | -- | |
| OpenAI | o3 | 200k | Proprietary | 30* | -- | -- | -- | -- | -- | |
| OpenAI | o3 | 200k | Proprietary | 30* | -- | 125 | 5.39 | 9.39 | -- | |
 StepFun | Step 3.7 Flash | 256k | Open | 30 | $0.09 | 393 | 0.92 | 7.28 | 5.09 | |
| DeepInfra | Step 3.7 Flash | 256k | Open | 30 | -- | 206 | 0.45 | 12.56 | 9.69 | |
 Mistral | Mistral Medium 3.5 | 262k | Open | 30 | $0.61 | 49 | 2.20 | 52.79 | 40.47 | |
| Amazon Bedrock | Claude 4.5 Haiku | 200k | Proprietary | 30 | $0.23 | 121 | 12.20 | 16.33 | -- | |
| Google | Claude 4.5 Haiku Vertex | 200k | Proprietary | 30 | $0.24 | 99 | 20.59 | 25.64 | -- | |
| Anthropic | Claude 4.5 Haiku | 200k | Proprietary | 30 | $0.25 | 95 | 15.64 | 20.88 | -- | |
| Microsoft Azure | Claude 4.5 Haiku | 200k | Proprietary | 30 | $0.54 | 107 | 15.48 | 20.14 | -- | |
| CoreWeave | Gemma 4 31B | 262k | Open | 29 | -- | 38 | 1.01 | 60.61 | 46.28 | |
| GMI | Gemma 4 31B (FP8) | 262k | Open | 29 | $0.04 | -- | -- | -- | -- | |
| Novita | Gemma 4 31B | 262k | Open | 29 | $0.04 | -- | -- | -- | -- | |
 Cerebras | Gemma 4 31B | 131k | Open | 29 | $0.25 | 1,990 | 0.59 | 1.71 | 0.87 | |
| Google | Gemma 4 31B (AI Studio) | 262k | Open | 29 | $0.00 | 35 | 1.09 | 64.55 | 49.27 | |
| Parasail | Gemma 4 31B | 262k | Open | 29 | $0.03 | 57 | 2.67 | 41.95 | 30.49 | |
| DeepInfra | Gemma 4 31B | 262k | Open | 29 | $0.01 | 11 | 4.14 | 206.62 | 157.20 | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | 29 | $0.03 | 46 | 3.36 | 51.84 | 37.63 | |
 SambaNova | Gemma 4 31B | 131k | Open | 29 | $0.10 | 195 | 3.01 | 14.51 | 8.92 | |
| FriendliAI | Gemma 4 31B | 256k | Open | 29 | $0.04 | 115 | 1.86 | 21.22 | 15.03 | |
| Lightning AI | Gemma 4 31B | 131k | Open | 29 | $0.04 | 138 | 0.84 | 17.02 | 12.56 | |
| Together AI | Gemma 4 31B (FP8) | 262k | Open | 29 | $0.10 | 68 | 1.28 | 34.19 | 25.55 | |
| OpenAI | GPT-5.5 Instant (June 2026) | 400k | Proprietary | 29 | $0.54 | -- | -- | -- | -- | |
| DeepSeek | DeepSeek V4 Flash | 1M | Open | 29* | -- | 107 | 1.24 | 5.91 | -- | |
| GMI | DeepSeek V4 Flash | 1.05M | Open | 29* | -- | -- | -- | -- | -- | |
| Makora | DeepSeek V4 Flash | 1M | Open | 29* | -- | 241 | 0.67 | 2.75 | -- | |
| CoreWeave | DeepSeek V4 Flash | 1M | Open | 29* | -- | 41 | 3.07 | 15.33 | -- | |
| GMI | MiMo-V2.5-Pro | 1.05M | Open | 28* | -- | -- | -- | -- | -- | |
| DeepInfra | MiMo-V2.5-Pro | 65.5k | Open | 28* | -- | 118 | 0.73 | 4.96 | -- | |
| Xiaomi | MiMo-V2.5-Pro | 131k | Open | 28* | -- | 48 | 3.22 | 13.70 | -- | |
| Novita | MiMo-V2.5-Pro | 1.05M | Open | 28* | -- | 49 | 2.26 | 12.45 | -- | |
| DeepInfra | Qwen3.5 122B A10B (FP4) | 262k | Open | 28 | $0.09 | 46 | 21.13 | 32.00 | -- | |
| Alibaba Cloud | Qwen3.5 122B A10B | 262k | Open | 28 | $0.19 | 149 | 2.37 | 5.74 | -- | |
| OpenAI | GPT-5.6 Luna (Non-reasoning) | 1M | Proprietary | 27 | $0.02 | 168 | 0.77 | 3.74 | -- | |
| Amazon Bedrock | GPT-5.6 Luna (Non-reasoning) | 262k | Proprietary | 27 | $0.09 | 198 | 0.97 | 3.49 | -- | |
| GMI | Hy3-preview | 262k | Open | 26* | -- | -- | -- | -- | -- | |
| SiliconFlow | Hy3-preview | 328k | Open | 26* | -- | 100 | 2.47 | 7.49 | -- | |
| InclusionAI | Ling-2.6-1T | 262k | Open | 26* | -- | -- | -- | -- | -- | |
| Google | Gemini 2.5 Pro Vertex | 1M | Proprietary | 26 | $0.22 | 107 | 24.59 | 29.28 | -- | |
| Google | Gemini 2.5 Pro (AI Studio) | 1M | Proprietary | 26 | $0.22 | 133 | 20.53 | 24.30 | -- | |
| Makora | Gemma 4 26B A4B | 1M | Open | 26 | $0.02 | 165 | 0.98 | 16.09 | 12.09 | |
| Novita | Gemma 4 26B A4B | 262k | Open | 26 | $0.04 | 23 | 3.61 | 110.93 | 85.86 | |
| Google | Gemma 4 26B A4B AI Studio | 262k | Open | 26 | $0.00 | 47 | 1.04 | 54.12 | 42.46 | |
 Cloudflare | Gemma 4 26B A4B | 256k | Open | 26 | $0.03 | 75 | 1.18 | 34.30 | 26.49 | |
| DeepInfra | Gemma 4 26B A4B | 262k | Open | 26 | $0.03 | 13 | 1.07 | 186.71 | 148.51 | |
| Parasail | Gemma 4 26B A4B | 256k | Open | 26 | $0.03 | 37 | 1.92 | 68.83 | 53.52 | |
| Clarifai | Gemma 4 26B A4B | 256k | Open | 26 | $0.20 | -- | -- | -- | -- | |
| GMI | Gemma 4 26B A4B (FP8) | 1.05M | Open | 26 | $0.04 | -- | -- | -- | -- | |
| CoreWeave | NVIDIA Nemotron 3 Super | 262k | Open | 25 | $0.23 | 142 | 0.97 | 18.62 | 14.12 | |
| Nebius | NVIDIA Nemotron 3 Super | 256k | Open | 25 | $0.34 | 323 | 1.83 | 9.57 | 6.20 | |
| DeepInfra | NVIDIA Nemotron 3 Super | 262k | Open | 25 | $0.10 | 87 | 1.45 | 30.16 | 22.96 | |
| Google | Gemini 3.1 Flash-Lite (AI Studio) | 1M | Proprietary | 25 | $0.04 | 288 | 5.84 | 7.58 | -- | |
| Amazon Bedrock | Grok 4.3 (Non-reasoning) | 524k | Proprietary | 25 | $0.99 | 171 | 0.73 | 3.66 | -- | |
| SpaceXAI | Grok 4.3 (Non-reasoning) | 1M | Proprietary | 25 | $0.29 | 125 | 0.82 | 4.83 | -- | |
| Clarifai | Qwen3.6 35B A3B (FP8) | 262k | Open | 24 | $1.20 | -- | -- | -- | -- | |
| Scaleway | Qwen3.6 35B A3B | 262k | Open | 24 | $0.49 | 85 | 1.09 | 6.98 | -- | |
| DeepInfra | Qwen3.6 35B A3B (FP8) | 262k | Open | 24 | $0.29 | 34 | 0.64 | 15.52 | -- | |
| Novita | Qwen3.6 35B A3B | 205k | Open | 24 | $0.42 | 175 | 1.62 | 4.47 | -- | |
| GMI | Qwen3.6 35B A3B FP8 | 262k | Open | 24 | $0.42 | -- | -- | -- | -- | |
| Parasail | Qwen3.6 35B A3B (FP8) | 262k | Open | 24 | $0.43 | 91 | 1.27 | 6.76 | -- | |
| Alibaba Cloud | Qwen3.6 35B A3B | 262k | Open | 24 | $0.63 | 169 | 2.23 | 5.19 | -- | |
| DeepInfra | Qwen3.5 35B A3B FP8 | 262k | Open | 24 | $0.07 | 136 | 0.49 | 4.15 | -- | |
| Alibaba Cloud | Qwen3.5 35B A3B | 262k | Open | 24 | $0.24 | 173 | 2.08 | 4.97 | -- | |
| Groq | gpt-oss-120b (high) | 131k | Open | 24 | $0.06 | 478 | 0.74 | 5.96 | 4.18 | |
| Cloudflare | gpt-oss-120b (high) | 116k | Open | 24 | $0.15 | 90 | 1.11 | 28.98 | 22.29 | |
| Scaleway | gpt-oss-120b (high) | 128k | Open | 24 | $0.09 | 159 | 1.14 | 16.87 | 12.59 | |
| DeepInfra | gpt-oss-120b (high) | 131k | Open | 24 | $0.02 | 43 | 0.70 | 59.29 | 46.88 | |
| CoreWeave | gpt-oss-120b (high) | 131k | Open | 24 | $0.02 | 34 | 1.47 | 75.04 | 58.85 | |
| Microsoft Azure | gpt-oss-120b (high) | 131k | Open | 24 | $0.08 | 309 | 1.77 | 9.85 | 6.46 | |
| Novita | gpt-oss-120b (high) | 131k | Open | 24 | $0.03 | 93 | 0.90 | 27.78 | 21.50 | |
| DeepInfra | gpt-oss-120b (high) (Turbo) | 131k | Open | 24 | $0.08 | 238 | 0.82 | 11.31 | 8.40 | |
| Cerebras | gpt-oss-120b (high) | 131k | Open | 24 | $0.15 | 1,800 | 0.52 | 1.91 | 1.11 | |
| Google | gpt-oss-120b (high) Vertex | 131k | Open | 24 | $0.05 | 402 | 0.39 | 6.60 | 4.97 | |
| Clarifai | gpt-oss-120b (high) | 131k | Open | 24 | $0.05 | -- | -- | -- | -- | |
| Baseten | gpt-oss-120b (high) | 128k | Open | 24 | $0.05 | 180 | 0.28 | 14.19 | 11.13 | |
| SambaNova | gpt-oss-120b (high) | 131k | Open | 24 | $0.10 | 705 | 1.03 | 4.58 | 2.84 | |
| Parasail | gpt-oss-120b (high) | 131k | Open | 24 | -- | 189 | 0.78 | 14.00 | 10.58 | |
 CompactifAI | gpt-oss-120b (high) | 131k | Open | 24 | $0.03 | -- | -- | -- | -- | |
| Fireworks | gpt-oss-120b (high) | 131k | Open | 24 | $0.08 | 107 | 0.88 | 24.29 | 18.73 | |
| Nebius | gpt-oss-120b (high) (Base) | 128k | Open | 24 | $0.08 | 238 | 1.02 | 11.53 | 8.40 | |
 Hyperbolic | gpt-oss-120b (high) | 131k | Open | 24 | $0.12 | -- | -- | -- | -- | |
| Databricks | gpt-oss-120b (high) | 128k | Open | 24 | $0.08 | 291 | 0.61 | 9.19 | 6.87 | |
| Amazon Bedrock | gpt-oss-120b (high) | 131k | Open | 24 | $0.08 | 84 | 1.04 | 30.63 | 23.67 | |
| Microsoft Azure | Claude 4.5 Haiku | 200k | Proprietary | 24* | -- | 87 | 1.21 | 6.93 | -- | |
| Amazon Bedrock | Claude 4.5 Haiku | 200k | Proprietary | 24* | -- | 103 | 1.02 | 5.89 | -- | |
| Anthropic | Claude 4.5 Haiku | 200k | Proprietary | 24* | -- | 88 | 1.00 | 6.71 | -- | |
| Google | Claude 4.5 Haiku Vertex | 200k | Proprietary | 24* | -- | 90 | 0.65 | 6.19 | -- | |
 Cohere | Command A+ | 200k | Open | 23 | $0.00 | 196 | 0.38 | 13.14 | 10.21 | |
| SiliconFlow | Gemma 4 12B | 262k | Open | 22 | $0.08 | 44 | 2.64 | 59.65 | 45.61 | |
| Parasail | Gemma 4 31B | 262k | Open | 22 | $0.03 | 65 | 1.99 | 9.71 | -- | |
| Cerebras | Gemma 4 31B | 131k | Open | 22 | $0.25 | 2,065 | 0.57 | 0.81 | -- | |
| FriendliAI | Gemma 4 31B | 262k | Open | 22 | $0.04 | 115 | 1.33 | 5.69 | -- | |
| Together AI | Gemma 4 31B (FP8) | 262k | Open | 22 | $0.10 | 55 | 1.24 | 10.30 | -- | |
| SiliconFlow | Gemma 4 31B (FP8) | 262k | Open | 22 | $0.03 | 54 | 2.94 | 12.20 | -- | |
| DeepInfra | Gemma 4 31B (FP8) | 262k | Open | 22 | $0.03 | 8 | 3.73 | 70.38 | -- | |
| SambaNova | Gemma 4 31B | 131k | Open | 22 | $0.10 | 197 | 2.73 | 5.27 | -- | |
| Novita | Gemma 4 31B | 262k | Open | 22 | $0.04 | 6 | 3.15 | 84.82 | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview (medium) | 256k | Proprietary | 22 | $0.18 | 115 | 11.97 | 33.74 | 17.42 | |
| SiliconFlow | Qwen3.5 9B (FP8) | 262k | Open | 21 | $0.18 | 39 | 2.48 | 67.38 | 51.92 | |
| Together AI | Qwen3.5 9B (FP8) | 262k | Open | 21 | $0.31 | 89 | 0.83 | 28.84 | 22.40 | |
 Inception | Mercury 2 | 128k | Proprietary | 21 | $0.08 | 809 | 3.62 | 4.24 | -- | |
| Amazon Bedrock | Qwen3 Coder Next | 128k | Open | 21 | $0.47 | 152 | 1.06 | 4.35 | -- | |
| Parasail | Qwen3 Coder Next (FP8) | 262k | Open | 21 | $0.11 | 81 | 1.22 | 7.43 | -- | |
| Together AI | Qwen3 Coder Next (FP8) | 262k | Open | 21 | $0.47 | -- | -- | -- | -- | |
| Novita | Qwen3 Coder Next (FP8) | 262k | Open | 21 | $0.20 | 173 | 2.07 | 4.96 | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 21* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (medium) | 1M | Proprietary | 21* | -- | -- | -- | -- | -- | |
| Together AI |  Apriel-v1.6-15B-Thinker | 131k | Open | 21* | -- | -- | -- | -- | -- | |
| Makora | Gemma 4 26B A4B | 1M | Open | 20* | -- | 173 | 0.98 | 3.88 | -- | |
| Parasail | Gemma 4 26B A4B | 262k | Open | 20* | -- | 27 | 1.83 | 20.26 | -- | |
| GMI | Gemma 4 26B A4B (FP8) | 1.05M | Open | 20* | -- | -- | -- | -- | -- | |
| SiliconFlow | Gemma 4 26B A4B (FP8) | 262k | Open | 20* | -- | 79 | 2.22 | 8.54 | -- | |
| Clarifai | Gemma 4 26B A4B | 256k | Open | 20* | -- | -- | -- | -- | -- | |
| Scaleway | Gemma 4 26B A4B | 262k | Open | 20* | -- | 131 | 0.92 | 4.73 | -- | |
| DeepInfra | Gemma 4 26B A4B (FP8) | 262k | Open | 20* | -- | 15 | 0.84 | 34.39 | -- | |
| Novita | Gemma 4 26B A4B | 262k | Open | 20* | -- | 24 | 2.32 | 23.35 | -- | |
| DeepInfra | Qwen3.5 4B (FP8) | 262k | Open | 20* | -- | 29 | 0.68 | 88.29 | 70.09 | |
| Cohere | North Mini Code | 256k | Open | 20 | $0.00 | 24 | 0.62 | 105.05 | 83.55 | |
| Amazon Bedrock | Nova 2.0 Pro Preview (low) | 256k | Proprietary | 20 | $0.23 | 119 | 10.59 | 31.66 | 16.85 | |
| Mistral | Mistral Small 4 | 256k | Open | 20 | $0.10 | 159 | 0.79 | 16.51 | 12.57 | |
| Mistral | Devstral 2 | 262k | Open | 19 | $0.00 | 49 | 1.38 | 11.64 | -- | |
| Amazon Bedrock | Nova 2.0 Lite (medium) | 1M | Proprietary | 19* | -- | 159 | 17.05 | 32.76 | 12.57 | |
| Alibaba Cloud | Qwen3.5 Omni Flash | 256k | Proprietary | 19* | -- | 239 | 2.03 | 4.13 | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | 18 | $0.24 | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite (high) | 1M | Proprietary | 18 | $0.24 | 148 | 19.97 | 36.82 | 13.48 | |
 Arcee AI | Trinity Large Thinking | 262k | Open | 18 | $0.20 | 247 | 1.44 | 11.55 | 8.09 | |
| Parasail | Trinity Large Thinking (FP8) | 262k | Open | 18 | $0.08 | 186 | 0.95 | 14.38 | 10.75 | |
| Mistral | Magistral Medium 1.2 | 131k | Proprietary | 18 | $0.84 | 45 | 2.07 | 57.52 | 44.36 | |
| Amazon Bedrock | Nova 2.0 Lite (low) | 1M | Proprietary | 18* | -- | 144 | 9.54 | 26.89 | 13.89 | |
| CompactifAI |  HyperNova 60B 2605 | 131k | Open | 18 | $0.02 | 384 | 0.61 | 7.13 | 5.21 | |
| Mistral | Devstral Small 2 | 256k | Open | 17 | $0.00 | 51 | 1.44 | 11.18 | -- | |
| GMI | Qwen3 Next 80B A3B | 262k | Open | 17 | $0.05 | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 17 | $0.04 | 155 | 0.73 | 16.82 | 12.87 | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 262k | Open | 17 | $0.19 | 200 | 2.28 | 14.81 | 10.02 | |
| Nebius | Qwen3 Next 80B A3B (FP8) | 262k | Open | 17 | $0.04 | 103 | 1.04 | 25.28 | 19.39 | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 17 | $0.03 | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Omni (low) | 1M | Proprietary | 17* | -- | -- | -- | -- | -- | |
 AI9Stars | G9v3-3B | 131k | Open | 16 | $0.00 | -- | -- | -- | -- | |
| DeepInfra | Qwen3.5 4B FP8 | 262k | Open | 16* | -- | 18 | 0.78 | 29.18 | -- | |
| Amazon Bedrock | Mistral Large 3 | 256k | Open | 16 | $0.08 | 188 | 1.19 | 3.86 | -- | |
| Microsoft Azure | Mistral Large 3 | 256k | Open | 16 | $0.08 | 48 | 1.90 | 12.32 | -- | |
| Mistral | Mistral Large 3 | 262k | Open | 16 | $0.08 | 53 | 1.09 | 10.50 | -- | |
| Clarifai | Nemotron 3 Nano Omni 30B A3B Reasoning | 262k | Open | 15* | -- | -- | -- | -- | -- | |
| Nebius | Nemotron 3 Nano Omni 30B A3B Reasoning (FP8) | 65.5k | Open | 15* | -- | 303 | 1.00 | 9.25 | 6.60 | |
 Snowflake | gpt-oss-120b (low) | 131k | Open | 15 | $0.03 | -- | -- | -- | -- | |
| Hyperbolic | gpt-oss-120b (low) | 131k | Open | 15 | $0.04 | -- | -- | -- | -- | |
| Nebius | gpt-oss-120b (low) Base | 128k | Open | 15 | $0.02 | 251 | 1.02 | 10.99 | 7.98 | |
| SambaNova | gpt-oss-120b (low) | 131k | Open | 15 | $0.03 | 727 | 1.07 | 4.51 | 2.75 | |
| Google | gpt-oss-120b (low) Vertex | 131k | Open | 15 | $0.01 | 410 | 0.41 | 6.50 | 4.88 | |
| Fireworks | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 117 | 0.73 | 22.16 | 17.14 | |
| CoreWeave | gpt-oss-120b (low) | 131k | Open | 15 | $0.0042 | 28 | 1.47 | 90.25 | 71.02 | |
| Cerebras | gpt-oss-120b (low) | 131k | Open | 15 | $0.05 | 1,738 | 0.56 | 2.00 | 1.15 | |
| Microsoft Azure | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 330 | 1.84 | 9.42 | 6.06 | |
| Cloudflare | gpt-oss-120b (low) | 128k | Open | 15 | $0.05 | 81 | 1.34 | 32.11 | 24.62 | |
| CompactifAI | gpt-oss-120b (low) | 131k | Open | 15 | $0.01 | -- | -- | -- | -- | |
| Baseten | gpt-oss-120b (low) | 128k | Open | 15 | $0.01 | 183 | 0.26 | 13.93 | 10.94 | |
| Amazon Bedrock | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 91 | 1.02 | 28.63 | 22.09 | |
| Parasail | gpt-oss-120b (low) | 131k | Open | 15 | -- | 157 | 0.77 | 16.71 | 12.75 | |
| Databricks | gpt-oss-120b (low) | 128k | Open | 15 | $0.02 | 293 | 0.74 | 9.27 | 6.82 | |
| Groq | gpt-oss-120b (low) | 131k | Open | 15 | $0.02 | 476 | 0.73 | 5.98 | 4.20 | |
| Clarifai | gpt-oss-120b (low) | 131k | Open | 15 | $0.01 | -- | -- | -- | -- | |
| Novita | gpt-oss-120b (low) | 131k | Open | 15 | $0.01 | 101 | 0.91 | 25.78 | 19.90 | |
| CoreWeave | gpt-oss-20b (high) | 131k | Open | 15 | $0.01 | 169 | 0.90 | 15.68 | 11.82 | |
| Amazon Bedrock | gpt-oss-20b (high) | 131k | Open | 15 | $0.03 | 145 | 33.76 | 51.06 | 13.84 | |
| DeepInfra | gpt-oss-20b (high) | 131k | Open | 15 | $0.01 | 101 | 0.47 | 25.12 | 19.72 | |
| Hyperbolic | gpt-oss-20b (high) | 131k | Open | 15 | $0.04 | -- | -- | -- | -- | |
| Lightning AI | gpt-oss-20b (high) | 128k | Open | 15 | $0.02 | 273 | 0.74 | 9.91 | 7.33 | |
| Cloudflare | gpt-oss-20b (high) | 128k | Open | 15 | $0.08 | 167 | 0.79 | 15.76 | 11.98 | |
| Novita | gpt-oss-20b (high) | 131k | Open | 15 | $0.02 | 94 | 1.06 | 27.76 | 21.36 | |
| Google | gpt-oss-20b (high) Vertex | 131k | Open | 15 | $0.03 | 217 | 3.34 | 14.86 | 9.21 | |
| Databricks | gpt-oss-20b (high) | 131k | Open | 15 | $0.03 | 277 | 0.84 | 9.87 | 7.23 | |
| Groq | gpt-oss-20b (high) | 131k | Open | 15 | $0.03 | 930 | 0.78 | 3.47 | 2.15 | |
| Clarifai | gpt-oss-20b (high) | 131k | Open | 15 | $0.02 | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Pro Preview | 256k | Proprietary | 14 | $0.26 | 98 | 1.08 | 6.21 | -- | |
| Clarifai | gpt-oss-20b (low) | 131k | Open | 14* | -- | -- | -- | -- | -- | |
| Groq | gpt-oss-20b (low) | 131k | Open | 14* | -- | 931 | 0.81 | 3.49 | 2.15 | |
| Lightning AI | gpt-oss-20b (low) | 128k | Open | 14* | -- | 274 | 0.73 | 9.85 | 7.30 | |
| Hyperbolic | gpt-oss-20b (low) | 131k | Open | 14* | -- | -- | -- | -- | -- | |
| CoreWeave | gpt-oss-20b (low) | 131k | Open | 14* | -- | 143 | 0.90 | 18.41 | 14.01 | |
| Cloudflare | gpt-oss-20b (low) | 128k | Open | 14* | -- | 168 | 0.84 | 15.71 | 11.90 | |
| Amazon Bedrock | gpt-oss-20b (low) | 131k | Open | 14* | -- | 87 | 11.79 | 40.56 | 23.01 | |
| Novita | gpt-oss-20b (low) | 131k | Open | 14* | -- | 103 | 1.12 | 25.45 | 19.46 | |
| Databricks | gpt-oss-20b (low) | 131k | Open | 14* | -- | 302 | 0.90 | 9.18 | 6.63 | |
| Google | gpt-oss-20b (low) Vertex | 131k | Open | 14* | -- | 128 | 1.46 | 21.02 | 15.64 | |
| Novita | Llama 4 Maverick (FP8) | 1.05M | Open | 14 | $0.04 | 34 | 1.00 | 15.53 | -- | |
| Microsoft Azure | Llama 4 Maverick (FP8) | 128k | Open | 14 | $0.03 | 116 | 1.12 | 5.44 | -- | |
| Amazon Bedrock | Llama 4 Maverick | 128k | Open | 14 | $0.03 | 230 | 0.85 | 3.03 | -- | |
| Snowflake | Llama 4 Maverick | 131k | Open | 14 | $0.06 | 124 | 1.09 | 5.13 | -- | |
| Together AI | Llama 4 Maverick | 1.05M | Open | 14 | $0.04 | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Maverick (FP8) | 1.05M | Open | 14 | $0.03 | 35 | 0.67 | 15.13 | -- | |
| Databricks | Llama 4 Maverick | 131k | Open | 14 | $0.06 | 81 | 0.82 | 7.02 | -- | |
| Parasail | Llama 4 Maverick (FP8) | 1.05M | Open | 14 | $0.02 | 120 | 0.85 | 5.03 | -- | |
| Nebius | NVIDIA Nemotron 3 Nano | 262k | Open | 14 | $0.03 | 320 | 1.02 | 8.84 | 6.25 | |
| Novita | NVIDIA Nemotron 3 Nano (FP4) | 262k | Open | 14 | $0.02 | 265 | 1.04 | 10.46 | 7.53 | |
| DeepInfra | NVIDIA Nemotron 3 Nano | 262k | Open | 14 | $0.02 | 228 | 3.16 | 14.13 | 8.78 | |
 Upstage | Solar Pro 3 | 131k | Proprietary | 14 | $0.11 | 22 | 2.49 | 114.59 | 89.68 | |
| Novita | Ling 2.6 Flash | 262k | Open | 14 | -- | 80 | 1.19 | 7.41 | -- | |
| Hyperbolic | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | -- | -- | -- | -- | |
| Google | Qwen3 Next 80B A3B Vertex | 262k | Open | 14* | -- | 178 | 0.84 | 3.65 | -- | |
| GMI | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | 183 | 2.26 | 5.00 | -- | |
| DeepInfra | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | 104 | 0.63 | 5.42 | -- | |
| Parasail | Qwen3 Next 80B A3B | 262k | Open | 14* | -- | 140 | 0.93 | 4.49 | -- | |
| Novita | Qwen3 Next 80B A3B | 131k | Open | 14* | -- | 180 | 1.61 | 4.39 | -- | |
| Alibaba Cloud | Qwen3 Next 80B A3B | 131k | Open | 14* | -- | 183 | 2.15 | 4.89 | -- | |
| SiliconFlow | Gemma 4 12B (Non-reasoning) | 262k | Open | 13* | -- | 32 | 2.62 | 18.08 | -- | |
| Amazon Bedrock | Nova Premier | 1M | Proprietary | 13* | -- | 32 | 2.89 | 18.48 | -- | |
| DeepInfra | Llama Nemotron Super 49B v1.5 | 131k | Open | 12* | -- | 90 | 3.37 | 31.09 | 22.18 | |
| Mistral | Mistral Small 4 | 262k | Open | 12* | -- | 147 | 0.86 | 4.26 | -- | |
| DeepInfra | Gemma 4 E4B | 262k | Open | 12 | $0.01 | 89 | 0.79 | 28.74 | 22.36 | |
 Sarvam |  Sarvam 105B (high) | 128k | Open | 12* | -- | -- | -- | -- | -- | |
| Amazon Bedrock | Nova 2.0 Lite | 1M | Proprietary | 12* | -- | 145 | 1.08 | 4.52 | -- | |
 Celeris | Celeris-1 | 131k | Proprietary | 12 | -- | 2,038 | 0.65 | 0.90 | -- | |
| Amazon Bedrock | Magistral Small 1.2 | 128k | Open | 11 | $0.29 | 73 | 1.61 | 35.66 | 27.24 | |
| Mistral | Magistral Small 1.2 | 131k | Open | 11 | $0.29 | 90 | 0.93 | 28.74 | 22.25 | |
| Mistral | Ministral 3 14B | 262k | Open | 11 | $0.16 | 80 | 0.87 | 7.09 | -- | |
| Amazon Bedrock | Ministral 3 14B | 256k | Open | 11 | $0.16 | 176 | 1.16 | 4.00 | -- | |
| Amazon Bedrock | Nova 2.0 Omni | 1M | Proprietary | 11* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 4 Scout | 328k | Open | 10 | $0.01 | 48 | 0.59 | 11.06 | -- | |
| Microsoft Azure | Llama 4 Scout | 128k | Open | 10 | $0.01 | -- | -- | -- | -- | |
| Google | Llama 4 Scout Vertex | 1.31M | Open | 10 | $0.01 | 134 | 0.87 | 4.59 | -- | |
| Cloudflare | Llama 4 Scout | 131k | Open | 10 | $0.02 | 37 | 0.75 | 14.21 | -- | |
| Amazon Bedrock | Llama 4 Scout | 128k | Open | 10 | $0.01 | 163 | 0.86 | 3.93 | -- | |
| Novita | Llama 4 Scout | 131k | Open | 10 | $0.01 | 51 | 0.98 | 10.87 | -- | |
| Groq | Llama 4 Scout | 131k | Open | 10 | $0.01 | 446 | 0.74 | 1.86 | -- | |
| Nebius |  Hermes 4 70B (FP8) | 128k | Open | 10* | -- | 83 | 1.39 | 31.35 | 23.97 | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 10* | -- | 98 | 1.99 | 27.56 | 20.46 | |
| Fireworks | Llama 3.3 70B | 131k | Open | 9 | $0.14 | -- | -- | -- | -- | |
| Google | Llama 3.3 70B Vertex | 128k | Open | 9 | $0.11 | 117 | 0.68 | 4.96 | -- | |
| Groq | Llama 3.3 70B | 131k | Open | 9 | $0.09 | 301 | 0.98 | 2.64 | -- | |
| Novita | Llama 3.3 70B | 131k | Open | 9 | $0.02 | -- | -- | -- | -- | |
| Parasail | Llama 3.3 70B (FP8) | 131k | Open | 9 | $0.02 | 63 | 2.65 | 10.60 | -- | |
| SambaNova | Llama 3.3 70B | 128k | Open | 9 | $0.09 | 283 | 1.84 | 3.60 | -- | |
| Nebius | Llama 3.3 70B Base | 128k | Open | 9 | $0.02 | 13 | 3.51 | 41.86 | -- | |
| CoreWeave | Llama 3.3 70B | 128k | Open | 9 | $0.11 | 75 | 0.89 | 7.55 | -- | |
| Together AI | Llama 3.3 70B Turbo | 131k | Open | 9 | $0.16 | 91 | 1.57 | 7.06 | -- | |
| Microsoft Azure | Llama 3.3 70B | 128k | Open | 9 | $0.11 | 93 | 2.40 | 7.74 | -- | |
| DeepInfra | Llama 3.3 70B (Turbo, FP8) | 131k | Open | 9 | $0.02 | 13 | 2.03 | 40.40 | -- | |
| Cloudflare | Llama 3.3 70B | 24k | Open | 9 | $0.05 | 54 | 3.72 | 12.91 | -- | |
| Amazon Bedrock | Llama 3.3 70B | 128k | Open | 9 | $0.11 | 114 | 1.19 | 5.55 | -- | |
| Databricks | Llama 3.3 70B | 128k | Open | 9 | $0.08 | 66 | 1.14 | 8.73 | -- | |
| Scaleway | Llama 3.3 70B | 100k | Open | 9 | $0.16 | 82 | 1.27 | 7.36 | -- | |
| Nebius | Llama Nemotron Ultra Base | 131k | Open | 9* | -- | 51 | 2.39 | 51.31 | 39.13 | |
| SiliconFlow |  ERNIE 4.5 300B A47B | 131k | Open | 9* | -- | -- | -- | -- | -- | |
| Nebius | Hermes 4 405B (FP8) | 128k | Open | 9* | -- | 39 | 2.37 | 67.24 | 51.89 | |
| DeepInfra | NVIDIA Nemotron Nano 12B v2 VL (FP8) | 131k | Open | 9* | -- | 82 | 4.00 | 34.53 | 24.42 | |
| Amazon Bedrock | Ministral 3 8B | 256k | Open | 9 | $0.18 | 242 | 1.09 | 3.16 | -- | |
| Mistral | Ministral 3 8B | 262k | Open | 9 | $0.18 | 115 | 0.73 | 5.08 | -- | |
| DeepInfra | Gemma 4 E4B | 262k | Open | 9* | -- | 89 | 0.75 | 6.34 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 9* | -- | 233 | 4.12 | 14.85 | 8.59 | |
| Nebius | Hermes 4 405B (FP8) | 128k | Open | 9* | -- | 34 | 2.35 | 16.96 | -- | |
| DeepInfra | Llama Nemotron Super 49B v1.5 | 131k | Open | 9* | -- | 93 | 3.45 | 8.83 | -- | |
| Databricks | Llama 3.1 405B | 128k | Open | 9* | -- | -- | -- | -- | -- | |
 Liquid AI | LFM2.5-8B-A1B | 32.8k | Open | 8* | -- | 338 | 3.31 | 10.71 | 5.91 | |
| SiliconFlow | Ring-flash-2.0 | 131k | Open | 8* | -- | -- | -- | -- | -- | |
| Parasail |  Olmo 3.1 32B Think | 65.5k | Open | 8* | -- | -- | -- | -- | -- | |
| Cohere | Command A | 288k | Open | 8* | -- | 57 | 1.78 | 10.54 | -- | |
| Microsoft Azure | Command A | 256k | Open | 8* | -- | 41 | 3.26 | 15.39 | -- | |
| DeepInfra | Llama 3.1 Nemotron 70B | 131k | Open | 8* | -- | 92 | 4.97 | 10.41 | -- | |
| Novita | NVIDIA Nemotron 3 Nano (FP4) | 262k | Open | 7* | -- | 236 | 1.09 | 3.20 | -- | |
| DeepInfra | NVIDIA Nemotron 3 Nano | 262k | Open | 7* | -- | 225 | 0.40 | 2.62 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 7* | -- | 224 | 2.38 | 4.61 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 9B V2 | 131k | Open | 7* | -- | 168 | 1.16 | 4.13 | -- | |
| Nebius | Hermes 4 70B (FP8) | 128k | Open | 7* | -- | 92 | 1.40 | 6.83 | -- | |
| Amazon Bedrock | Ministral 3 3B | 256k | Open | 7 | $0.13 | 410 | 0.96 | 2.18 | -- | |
| Mistral | Ministral 3 3B | 131k | Open | 7 | $0.13 | 268 | 0.63 | 2.49 | -- | |
| CoreWeave |  Granite 4.1 8B | 131k | Open | 7* | -- | 108 | 0.77 | 5.41 | -- | |
| Sarvam | Sarvam 30B (high) | 64k | Open | 7* | -- | -- | -- | -- | -- | |
| Microsoft Azure | Phi-4 Mini | 128k | Open | 6 | $0.00 | 43 | 0.84 | 12.36 | -- | |
 AI21 Labs | Jamba 1.7 Large | 256k | Open | 5* | -- | 59 | 1.46 | 9.98 | -- | |
 Replicate | Granite 4.0 H Small | 128k | Open | 5* | -- | 346 | 10.26 | 11.71 | -- | |
| Alibaba Cloud | Qwen3 Omni 30B A3B | 65.5k | Open | 5* | -- | 95 | 1.86 | 7.13 | -- | |
| Microsoft Azure | Phi-4 | 16.4k | Open | 5* | -- | -- | -- | -- | -- | |
| DeepInfra | Phi-4 | 16.4k | Open | 5* | -- | 74 | 0.87 | 7.64 | -- | |
| Amazon Bedrock | Nova Micro | 130k | Proprietary | 5* | -- | 300 | 0.89 | 2.55 | -- | |
| Amazon Bedrock | NVIDIA Nemotron Nano 12B v2 VL | 128k | Open | 5* | -- | 197 | 1.15 | 3.69 | -- | |
| DeepInfra | NVIDIA Nemotron Nano 12B v2 VL (FP8) | 131k | Open | 5* | -- | 94 | 4.48 | 9.81 | -- | |
| Microsoft Azure | Phi-4 Multimodal | 128k | Open | 5* | -- | 18 | 0.82 | 29.24 | -- | |
 Reka AI | Reka Flash 3 | 54k | Open | 4* | -- | -- | -- | -- | -- | |
| DeepInfra | Llama 3.2 11B (Vision) | 131k | Open | 3* | -- | 7 | 2.54 | 74.00 | -- | |
| Parasail | Olmo 3 7B | 65.5k | Open | 3* | -- | -- | -- | -- | -- | |
 Public AI |  Apertus 70B Instruct | 64k | Open | 2* | -- | -- | -- | -- | -- | |
| Liquid AI | LFM2.5-VL-1.6B | 32.8k | Open | 1* | -- | 395 | 1.86 | 3.12 | -- | |
| Cohere | Tiny Aya Global | 8.19k | Open | 1* | -- | -- | -- | -- | -- | |
| Public AI | Apertus 8B Instruct | 64k | Open | 1* | -- | -- | -- | -- | -- | |
| Anthropic | Claude Sonnet 5 (low) | 1M | Proprietary | -- | -- | 62 | 1.67 | 9.74 | -- | |
| Anthropic | Claude Sonnet 5 (xhigh) | 1M | Proprietary | -- | -- | 68 | 30.48 | 37.86 | -- | |
| Anthropic | Claude Sonnet 5 (high) | 1M | Proprietary | -- | -- | 70 | 4.39 | 11.55 | -- | |
| Together AI |  Cogito v2.1 | 164k | Open | -- | -- | -- | -- | -- | -- | |
| Anthropic | Claude Sonnet 5 (medium) | 1M | Proprietary | -- | -- | 63 | 2.13 | 10.07 | -- | |